Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-03 0.185373 0.204451 0.225494 0.250582 0.279888 0.313296 0.354638
2025-08-10 0.152160 0.177267 0.207311 0.246545 0.297407 0.362575 0.454943
2025-08-17 0.128271 0.154702 0.188042 0.234344 0.298988 0.389439 0.532540
2025-08-24 0.113322 0.140272 0.175661 0.227249 0.303773 0.419234 0.621099
2025-08-31 0.103637 0.131117 0.168459 0.225249 0.314226 0.458332 0.736594
2025-09-07 0.096658 0.124641 0.163831 0.225753 0.327832 0.504866 0.883226
2025-09-14 0.088533 0.115684 0.154519 0.217580 0.325469 0.522505 0.978987
2025-09-21 0.082012 0.108418 0.146901 0.210942 0.324305 0.541674 1.086920
2025-09-28 0.077405 0.103540 0.142363 0.208629 0.330219 0.575998 1.250723
2025-10-05 0.076568 0.104139 0.146223 0.220746 0.364978 0.681206 1.688198
2025-10-12 0.074941 0.103367 0.147771 0.228952 0.393722 0.783364 2.224774
2025-10-19 0.073048 0.102009 0.148190 0.235088 0.419407 0.888255 2.918015
2025-10-26 0.070697 0.099887 0.147350 0.239184 0.442653 1.000597 3.885272
2025-11-02 0.067484 0.096188 0.143555 0.237181 0.451826 1.077436 4.865623
2025-11-09 0.063115 0.090344 0.135601 0.226002 0.436803 1.070644 5.254365
2025-11-16 0.059810 0.086077 0.130138 0.219343 0.431994 1.098300 6.060650
2025-11-23 0.057487 0.083311 0.127145 0.217459 0.439112 1.173482 7.703381
2025-11-30 0.055687 0.081314 0.125379 0.217942 0.452654 1.282231 10.558504
2025-12-07 0.052899 0.077498 0.120039 0.210170 0.442090 1.286594 11.890730
2025-12-14 0.050495 0.074236 0.115540 0.203852 0.434699 1.303079 13.787034
2025-12-21 0.048786 0.072092 0.112999 0.201650 0.438887 1.376686 18.298397
2025-12-28 0.048880 0.073068 0.116379 0.213182 0.486855 1.708375 46.417035
2026-01-04 0.048481 0.073149 0.118045 0.220984 0.525907 2.044956 150.048169